Marcos Roberto Machado

University of Twente

Netherlands

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Articles (13)

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2023

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2022

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2022

Collaborators (5)

Joerg Osterrieder

Professor of Finance and Artificial Intelligence

University of Twente

NETHERLANDS

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Joao Moreira

University of Twente

NETHERLANDS

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Branka Hadji Misheva

Professor

University of Bern

SWITZERLAND

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Salma Karray

Professor

University of Ontario Institute of Technology

CANADA

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Amin Asadi

Assistant Professor in Data Science, OR, AI, and Logistics

University of Twente

NETHERLANDS

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Marcos Roberto Machado

Research Interests

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Articles (13)

FORECASTING CUSTOMERS’ RISK-ADJUSTED REVENUE: AN EXPLAINABLE MACHINE LEARNING APPROACH FOR THE TELECOMMUNICATION INDUSTRY

Advancing credit risk assessment in the retail banking industry: A hybrid approach using time series and supervised learning models

An analytical approach to credit risk assessment using machine learning models

How can consumers without credit history benefit from the use of information processing and machine learning tools by financial institutions?

Modeling commodity price co-movement: building on traditional time series models and exploring applications of machine learning algorithms

Predicting retail customers' distress in the finance industry: An early warning system approach

How can Artificial Intelligence (AI) be used to manage Customer Lifetime Value (CLV)—A systematic literature review

How can artificial intelligence help customer intelligence for credit portfolio management? A systematic literature review

Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information

Green AI in the Finance Industry

Digital Finance: Reaching New Frontiers

Applying hybrid machine learning algorithms to assess customer risk-adjusted revenue in the financial industry

Assessing credit risk of commercial customers using hybrid machine learning algorithms

Collaborators (5)

Joerg Osterrieder

Joao Moreira

Branka Hadji Misheva

Salma Karray

Amin Asadi

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